Histograms

Histograms of the last few time slots (default: 2).

2014-11-24 00:00:00

2014-12-24 00:00:00

2014-11-24 00:00:00

2014-12-24 00:00:00

Traffic Lights

Traffic light calculation for different statistics (based on the calculated normalized residual, a.k.a. pull). Statistics for which all traffic lights are green are hidden from view by default.

Overview

ref jsd pull                                                                                                                            
prev1 ks zscore                                                                                                                            
prev1 chi2 zscore                                                                                                                            
ref ks zscore                                                                                                                            
ref chi2 zscore                                                                                                                            
mean trend10 zscore                                                                                                                            
  2009-12-20 00:00:00 2010-01-19 00:00:00 2010-02-18 00:00:00 2010-03-20 00:00:00 2010-04-19 00:00:00 2010-05-19 00:00:00 2010-06-18 00:00:00 2010-07-18 00:00:00 2010-08-17 00:00:00 2010-09-16 00:00:00 2010-10-16 00:00:00 2010-11-15 00:00:00 2010-12-15 00:00:00 2011-01-14 00:00:00 2011-02-13 00:00:00 2011-03-15 00:00:00 2011-04-14 00:00:00 2011-05-14 00:00:00 2011-06-13 00:00:00 2011-07-13 00:00:00 2011-08-12 00:00:00 2011-09-11 00:00:00 2011-10-11 00:00:00 2011-11-10 00:00:00 2011-12-10 00:00:00 2012-01-09 00:00:00 2012-02-08 00:00:00 2012-03-09 00:00:00 2012-04-08 00:00:00 2012-05-08 00:00:00 2012-06-07 00:00:00 2012-07-07 00:00:00 2012-08-06 00:00:00 2012-09-05 00:00:00 2012-10-05 00:00:00 2012-11-04 00:00:00 2012-12-04 00:00:00 2013-01-03 00:00:00 2013-02-02 00:00:00 2013-03-04 00:00:00 2013-04-03 00:00:00 2013-05-03 00:00:00 2013-06-02 00:00:00 2013-07-02 00:00:00 2013-08-01 00:00:00 2013-08-31 00:00:00 2013-09-30 00:00:00 2013-10-30 00:00:00 2013-11-29 00:00:00 2013-12-29 00:00:00 2014-01-28 00:00:00 2014-02-27 00:00:00 2014-03-29 00:00:00 2014-04-28 00:00:00 2014-05-28 00:00:00 2014-06-27 00:00:00 2014-07-27 00:00:00 2014-08-26 00:00:00 2014-09-25 00:00:00 2014-10-25 00:00:00 2014-11-24 00:00:00 2014-12-24 00:00:00

Overview

filled pull                                                                                                                            
nan pull                                                                                                                            
p01 pull                                                                                                                            
p05 pull                                                                                                                            
p16 pull                                                                                                                            
p99 pull                                                                                                                            
ref max prob diff pull                                                                                                                            
ref psi pull                                                                                                                            
ref jsd pull                                                                                                                            
prev1 ks zscore                                                                                                                            
prev1 chi2 zscore                                                                                                                            
ref ks zscore                                                                                                                            
ref chi2 zscore                                                                                                                            
  2009-12-20 00:00:00 2010-01-19 00:00:00 2010-02-18 00:00:00 2010-03-20 00:00:00 2010-04-19 00:00:00 2010-05-19 00:00:00 2010-06-18 00:00:00 2010-07-18 00:00:00 2010-08-17 00:00:00 2010-09-16 00:00:00 2010-10-16 00:00:00 2010-11-15 00:00:00 2010-12-15 00:00:00 2011-01-14 00:00:00 2011-02-13 00:00:00 2011-03-15 00:00:00 2011-04-14 00:00:00 2011-05-14 00:00:00 2011-06-13 00:00:00 2011-07-13 00:00:00 2011-08-12 00:00:00 2011-09-11 00:00:00 2011-10-11 00:00:00 2011-11-10 00:00:00 2011-12-10 00:00:00 2012-01-09 00:00:00 2012-02-08 00:00:00 2012-03-09 00:00:00 2012-04-08 00:00:00 2012-05-08 00:00:00 2012-06-07 00:00:00 2012-07-07 00:00:00 2012-08-06 00:00:00 2012-09-05 00:00:00 2012-10-05 00:00:00 2012-11-04 00:00:00 2012-12-04 00:00:00 2013-01-03 00:00:00 2013-02-02 00:00:00 2013-03-04 00:00:00 2013-04-03 00:00:00 2013-05-03 00:00:00 2013-06-02 00:00:00 2013-07-02 00:00:00 2013-08-01 00:00:00 2013-08-31 00:00:00 2013-09-30 00:00:00 2013-10-30 00:00:00 2013-11-29 00:00:00 2013-12-29 00:00:00 2014-01-28 00:00:00 2014-02-27 00:00:00 2014-03-29 00:00:00 2014-04-28 00:00:00 2014-05-28 00:00:00 2014-06-27 00:00:00 2014-07-27 00:00:00 2014-08-26 00:00:00 2014-09-25 00:00:00 2014-10-25 00:00:00 2014-11-24 00:00:00 2014-12-24 00:00:00

Alerts

Alerts aggregated by all traffic lights for each feature.

Overview

# green 24 24 25 24 25 25 25 25 24 25 25 25 25 24 25 24 25 24 25 25 24 25 25 25 25 24 25 25 24 25 24 25 24 25 25 25 25 24 24 24 24 24 25 25 25 25 25 25 25 24 24 24 25 25 25 25 24 23 25 24 25 25
# yellow 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 1 0 0 0 0
# red 3 2 2 3 2 2 2 2 3 2 2 2 2 2 2 3 2 3 2 2 2 2 2 2 2 3 2 2 3 2 3 2 1 2 2 2 2 3 3 3 2 3 2 2 1 2 2 2 2 3 2 3 2 2 2 2 2 3 2 3 2 2
  2009-12-20 00:00:00 2010-01-19 00:00:00 2010-02-18 00:00:00 2010-03-20 00:00:00 2010-04-19 00:00:00 2010-05-19 00:00:00 2010-06-18 00:00:00 2010-07-18 00:00:00 2010-08-17 00:00:00 2010-09-16 00:00:00 2010-10-16 00:00:00 2010-11-15 00:00:00 2010-12-15 00:00:00 2011-01-14 00:00:00 2011-02-13 00:00:00 2011-03-15 00:00:00 2011-04-14 00:00:00 2011-05-14 00:00:00 2011-06-13 00:00:00 2011-07-13 00:00:00 2011-08-12 00:00:00 2011-09-11 00:00:00 2011-10-11 00:00:00 2011-11-10 00:00:00 2011-12-10 00:00:00 2012-01-09 00:00:00 2012-02-08 00:00:00 2012-03-09 00:00:00 2012-04-08 00:00:00 2012-05-08 00:00:00 2012-06-07 00:00:00 2012-07-07 00:00:00 2012-08-06 00:00:00 2012-09-05 00:00:00 2012-10-05 00:00:00 2012-11-04 00:00:00 2012-12-04 00:00:00 2013-01-03 00:00:00 2013-02-02 00:00:00 2013-03-04 00:00:00 2013-04-03 00:00:00 2013-05-03 00:00:00 2013-06-02 00:00:00 2013-07-02 00:00:00 2013-08-01 00:00:00 2013-08-31 00:00:00 2013-09-30 00:00:00 2013-10-30 00:00:00 2013-11-29 00:00:00 2013-12-29 00:00:00 2014-01-28 00:00:00 2014-02-27 00:00:00 2014-03-29 00:00:00 2014-04-28 00:00:00 2014-05-28 00:00:00 2014-06-27 00:00:00 2014-07-27 00:00:00 2014-08-26 00:00:00 2014-09-25 00:00:00 2014-10-25 00:00:00 2014-11-24 00:00:00 2014-12-24 00:00:00

Overview

# green 44 44 50 46 51 50 43 45 45 44 47 49 48 45 48 45 47 47 50 48 44 50 45 49 48 44 49 49 48 47 48 47 43 50 48 50 50 44 47 49 48 49 47 47 47 49 50 49 47 47 47 48 50 46 48 50 48 45 48 46 48 48
# yellow 1 6 0 3 1 2 4 4 5 4 1 2 3 4 0 2 1 2 1 2 3 2 1 2 3 5 2 3 0 1 0 3 5 2 2 2 2 3 2 0 2 2 2 3 3 1 0 3 3 4 3 0 0 2 2 2 3 4 4 1 2 1
# red 9 4 4 5 2 2 7 5 4 6 6 3 3 5 6 7 6 5 3 4 7 2 8 3 3 5 3 2 6 6 6 4 6 2 4 2 2 7 5 5 4 3 5 4 4 4 4 2 4 3 4 6 4 6 4 2 3 5 2 7 4 5
  2009-12-20 00:00:00 2010-01-19 00:00:00 2010-02-18 00:00:00 2010-03-20 00:00:00 2010-04-19 00:00:00 2010-05-19 00:00:00 2010-06-18 00:00:00 2010-07-18 00:00:00 2010-08-17 00:00:00 2010-09-16 00:00:00 2010-10-16 00:00:00 2010-11-15 00:00:00 2010-12-15 00:00:00 2011-01-14 00:00:00 2011-02-13 00:00:00 2011-03-15 00:00:00 2011-04-14 00:00:00 2011-05-14 00:00:00 2011-06-13 00:00:00 2011-07-13 00:00:00 2011-08-12 00:00:00 2011-09-11 00:00:00 2011-10-11 00:00:00 2011-11-10 00:00:00 2011-12-10 00:00:00 2012-01-09 00:00:00 2012-02-08 00:00:00 2012-03-09 00:00:00 2012-04-08 00:00:00 2012-05-08 00:00:00 2012-06-07 00:00:00 2012-07-07 00:00:00 2012-08-06 00:00:00 2012-09-05 00:00:00 2012-10-05 00:00:00 2012-11-04 00:00:00 2012-12-04 00:00:00 2013-01-03 00:00:00 2013-02-02 00:00:00 2013-03-04 00:00:00 2013-04-03 00:00:00 2013-05-03 00:00:00 2013-06-02 00:00:00 2013-07-02 00:00:00 2013-08-01 00:00:00 2013-08-31 00:00:00 2013-09-30 00:00:00 2013-10-30 00:00:00 2013-11-29 00:00:00 2013-12-29 00:00:00 2014-01-28 00:00:00 2014-02-27 00:00:00 2014-03-29 00:00:00 2014-04-28 00:00:00 2014-05-28 00:00:00 2014-06-27 00:00:00 2014-07-27 00:00:00 2014-08-26 00:00:00 2014-09-25 00:00:00 2014-10-25 00:00:00 2014-11-24 00:00:00 2014-12-24 00:00:00

Overview

# green 20 20 25 22 26 25 18 20 21 19 22 24 23 21 23 21 22 23 25 23 20 25 20 24 23 20 24 24 24 22 24 22 19 25 23 25 25 20 23 25 24 25 22 22 22 24 25 24 22 23 23 24 25 21 23 25 24 22 23 22 23 23
# yellow 1 5 0 3 1 2 4 4 5 4 1 2 3 3 0 2 1 2 1 2 2 2 1 2 3 5 2 3 0 1 0 3 3 2 2 2 2 3 2 0 1 2 2 3 2 1 0 3 3 4 2 0 0 2 2 2 2 3 4 1 2 1
# red 6 2 2 2 0 0 5 3 1 4 4 1 1 3 4 4 4 2 1 2 5 0 6 1 1 2 1 0 3 4 3 2 5 0 2 0 0 4 2 2 2 0 3 2 3 2 2 0 2 0 2 3 2 4 2 0 1 2 0 4 2 3
  2009-12-20 00:00:00 2010-01-19 00:00:00 2010-02-18 00:00:00 2010-03-20 00:00:00 2010-04-19 00:00:00 2010-05-19 00:00:00 2010-06-18 00:00:00 2010-07-18 00:00:00 2010-08-17 00:00:00 2010-09-16 00:00:00 2010-10-16 00:00:00 2010-11-15 00:00:00 2010-12-15 00:00:00 2011-01-14 00:00:00 2011-02-13 00:00:00 2011-03-15 00:00:00 2011-04-14 00:00:00 2011-05-14 00:00:00 2011-06-13 00:00:00 2011-07-13 00:00:00 2011-08-12 00:00:00 2011-09-11 00:00:00 2011-10-11 00:00:00 2011-11-10 00:00:00 2011-12-10 00:00:00 2012-01-09 00:00:00 2012-02-08 00:00:00 2012-03-09 00:00:00 2012-04-08 00:00:00 2012-05-08 00:00:00 2012-06-07 00:00:00 2012-07-07 00:00:00 2012-08-06 00:00:00 2012-09-05 00:00:00 2012-10-05 00:00:00 2012-11-04 00:00:00 2012-12-04 00:00:00 2013-01-03 00:00:00 2013-02-02 00:00:00 2013-03-04 00:00:00 2013-04-03 00:00:00 2013-05-03 00:00:00 2013-06-02 00:00:00 2013-07-02 00:00:00 2013-08-01 00:00:00 2013-08-31 00:00:00 2013-09-30 00:00:00 2013-10-30 00:00:00 2013-11-29 00:00:00 2013-12-29 00:00:00 2014-01-28 00:00:00 2014-02-27 00:00:00 2014-03-29 00:00:00 2014-04-28 00:00:00 2014-05-28 00:00:00 2014-06-27 00:00:00 2014-07-27 00:00:00 2014-08-26 00:00:00 2014-09-25 00:00:00 2014-10-25 00:00:00 2014-11-24 00:00:00 2014-12-24 00:00:00

Comparisons

Statistical comparisons of each time period (one bin) to the reference data.

mean trend10 zscore

prev1 chi2

Chi-squared test statistic, comparing each time slot with the preceding time slot

prev1 chi2 max residual

The largest absolute normalized residual (|chi|) observed in all bin pairs (one histogram in a time slot and one in the preceding time slot)

prev1 chi2 norm

Normalized chi-squared statistic, comparing each time slot with the preceding time slot

prev1 chi2 pvalue

p-value of the chi-squared statistic, comparing each time slot with the preceding time slot

prev1 chi2 spike count

The number of normalized residuals of all bin pairs (one histogram in a time slot and one in the preceding time slot) with absolute value bigger than a given threshold (default: 7).

prev1 chi2 zscore

Z-score of the chi-squared statistic, comparing each time slot with the preceding time slot

prev1 jsd

Jensen-Shannon Divergence

prev1 ks

Kolmogorov-Smirnov test statistic comparing each time slot to the preceding time slot

prev1 ks pvalue

p-value of the Kolmogorov-Smirnov test, comparing each time slot with the preceding time slot

prev1 ks zscore

Z-score of the Kolmogorov-Smirnov test, comparing each time slot with the preceding time slot

prev1 max prob diff

The largest absolute difference between all bin pairs of two normalized histograms (one histogram in a time slot and one in the preceding time slot)

prev1 pearson

Pearson correlation between each time slot and the preceding time slot

prev1 psi

Population Stability Index

ref chi2

Chi-squared test statistic, comparing each time slot with the reference data

ref chi2 max residual

The largest absolute normalized residual (|chi|) observed in all bin pairs (one histogram in a time slot and one in the reference data)

ref chi2 norm

Normalized chi-squared statistic, comparing each time slot with the reference data

ref chi2 pvalue

p-value of the chi-squared statistic, comparing each time slot with the reference data

ref chi2 spike count

The number of normalized residuals of all bin pairs (one histogram in a time slot and one in the reference data) with absolute value bigger than a given threshold (default: 7).

ref chi2 zscore

Z-score of the chi-squared statistic, comparing each time slot with the reference data

ref jsd

Jensen-Shannon Divergence

ref ks

Kolmogorov-Smirnov test statistic comparing each time slot to the reference data

ref ks pvalue

p-value of the Kolmogorov-Smirnov test, comparing each time slot with the reference data

ref ks zscore

Z-score of the Kolmogorov-Smirnov test, comparing each time slot with the reference data

ref max prob diff

The largest absolute difference between all bin pairs of two normalized histograms (one histogram in a time slot and one in the reference data)

ref pearson

Pearson correlation between each time slot and the reference data

ref psi

Population Stability Index

mean trend10 zscore

prev1 chi2

Chi-squared test statistic, comparing each time slot with the preceding time slot

prev1 chi2 max residual

The largest absolute normalized residual (|chi|) observed in all bin pairs (one histogram in a time slot and one in the preceding time slot)

prev1 chi2 norm

Normalized chi-squared statistic, comparing each time slot with the preceding time slot

prev1 chi2 pvalue

p-value of the chi-squared statistic, comparing each time slot with the preceding time slot

prev1 chi2 spike count

The number of normalized residuals of all bin pairs (one histogram in a time slot and one in the preceding time slot) with absolute value bigger than a given threshold (default: 7).

prev1 chi2 zscore

Z-score of the chi-squared statistic, comparing each time slot with the preceding time slot

prev1 jsd

Jensen-Shannon Divergence

prev1 ks

Kolmogorov-Smirnov test statistic comparing each time slot to the preceding time slot

prev1 ks pvalue

p-value of the Kolmogorov-Smirnov test, comparing each time slot with the preceding time slot

prev1 ks zscore

Z-score of the Kolmogorov-Smirnov test, comparing each time slot with the preceding time slot

prev1 max prob diff

The largest absolute difference between all bin pairs of two normalized histograms (one histogram in a time slot and one in the preceding time slot)

prev1 pearson

Pearson correlation between each time slot and the preceding time slot

prev1 psi

Population Stability Index

ref chi2

Chi-squared test statistic, comparing each time slot with the reference data

ref chi2 max residual

The largest absolute normalized residual (|chi|) observed in all bin pairs (one histogram in a time slot and one in the reference data)

ref chi2 norm

Normalized chi-squared statistic, comparing each time slot with the reference data

ref chi2 pvalue

p-value of the chi-squared statistic, comparing each time slot with the reference data

ref chi2 spike count

The number of normalized residuals of all bin pairs (one histogram in a time slot and one in the reference data) with absolute value bigger than a given threshold (default: 7).

ref chi2 zscore

Z-score of the chi-squared statistic, comparing each time slot with the reference data

ref jsd

Jensen-Shannon Divergence

ref ks

Kolmogorov-Smirnov test statistic comparing each time slot to the reference data

ref ks pvalue

p-value of the Kolmogorov-Smirnov test, comparing each time slot with the reference data

ref ks zscore

Z-score of the Kolmogorov-Smirnov test, comparing each time slot with the reference data

ref max prob diff

The largest absolute difference between all bin pairs of two normalized histograms (one histogram in a time slot and one in the reference data)

ref pearson

Pearson correlation between each time slot and the reference data

ref psi

Population Stability Index

Profiles

Basic statistics of the data (profiles) calculated for each time period (a period is represented by one bin). The yellow and red lines represent the corresponding traffic light bounds (default: 4 and 7 standard deviations with respect to the reference data).

count

Number of entries (non-NaN and NaN)

distinct

Number of distinct entries

filled

Number of non-missing entries (non-NaN)

max

Maximum value

mean

Mean value

min

Minimum value

most probable value

Most probable value

p01

1% percentile

p05

5% percentile

p16

16% percentile

p50

50% percentile

p84

84% percentile

p95

95% percentile

p99

99% percentile

std

Standard deviation

count

Number of entries (non-NaN and NaN)

distinct

Number of distinct entries

filled

Number of non-missing entries (non-NaN)

max

Maximum value

mean

Mean value

min

Minimum value

most probable value

Most probable value

nan

Number of missing entries (NaN)

p01

1% percentile

p05

5% percentile

p16

16% percentile

p50

50% percentile

p84

84% percentile

p95

95% percentile

p99

99% percentile

std

Standard deviation